Video Processing Algorithm Engineer

2 weeks ago

Singapore NodeFlair Full time

Job Summary:

Job Type
Permanent

Seniority

Years of Experience
Information not provided

Tech Stacks
Caffe CNN TensorFlow C++ RNN PyTorch Keras Linux iOS Android C Python

  • As a Video Processing Algorithm Engineer, you will explore opportunities to research and develop video process algorithms in order to both improve realtime video quality & performance, and add new features to Zoom video products.
    Responsibilities
  • Conduct performance research evaluations on image/video processing algorithms
  • Perform feasibility analysis and validation, develop corresponding demos, and cooperate with team members for feature deployment on various platforms
  • Develop and prototype innovative algorithms in Zoom's video processing pipeline
  • Design new video features to tackle new and existing problems on Windows, macOS, IOS, Android and Linux systems
  • Collaborate with internal stakeholders across the business to drive the delivery of features, processes and happiness

Requirements:

  • PhD degree in Computer Science, Electrical Engineering, or a related STEM field
  • Excellent C++/C and Python programming skills
  • Strong experience with libraries for deep learning, such as TensorFlow, PyTorch, Keras, Caffe, etc.
  • Solid knowledge of math, including linear algebra, numerical optimization, calculus, etc.
  • Handson experience with video processing and computer vision techniques (traditional method and deep learning method), such as image/video synthesis and generation, image enhancement, 3D reconstruction tc.
  • Handson experience in deep learning (neural network, neural rendering, generative model, discriminative model, transfer learning, oneshot or few shot learning, Neural Architecture Search, etc.)
  • Experience in deep learning structure (Transformer, CNN, RNN, etc.) optimization and acceleration
  • Ability to crystallize vague concepts into concise plans with clear documentation
  • Detailoriented, organized, ethical, responsible, and selfmotivated
  • Strong communication skills and a desire to learn something new

Ways of Working
Our structured hybrid approach is centered around our offices and remote work environments. The work style of each role, Hybrid, Remote, or In-Person is indicated in the job description/posting.
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Benefits


As part of our award-winning workplace culture and commitment to delivering happiness, our benefits program offers a variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways.

Click Learn for more information.
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About Us
Zoomies help people stay connected so they can get more done together.

We set out to build the best collaboration platform for the enterprise, and today help people communicate better with products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinars.


  • We're problemsolvers, working at a fast pace to design solutions with our customers and users in mind. Here, you'll work across teams to deliver impactful projects that are changing the way people communicate and enjoy opportunities to advance your career in a diverse, inclusive environment.
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Our Commitment
We believe that the unique contributions of all Zoomies is the driver of our success.

To make sure that our products and culture continue to incorporate everyone's perspectives and experience we never discriminate on the basis of race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status.

Zoom is proud to be an equal opportunity workplace and is an affirmative action employer. All your information will be kept confidential according to EEO guidelines.

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